Evidence map›Paper›PMID 40226440›Full record

ArticleDiabetes, metabolic syndrome and obesity : targets and therapy2025

Associations Between the Atherogenic Index of Plasma and Triglyceride-Glucose Index With Coronary Microvascular Dysfunction in Hypertensive Patients.

Xiaodong Cui, Mingyang Li, Anran Jing, Yan Zhang, Liuying Zheng, Ting Li, Tianxu Hao, Jiachun Lang, Zhihao Guo, Hongliang Cong and 1 more

Abstract read
In one paragraph

Article in Diabetes, metabolic syndrome and obesity : targets and therapy, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

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Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

5 citing papers in PubMed.

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4 · The record

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PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

11 authors.

Xiaodong CuiClinical School of Thoracic, Tianjin Medical University, Tianjin, People's Republic of China.
Mingyang LiClinical School of Thoracic, Tianjin Medical University, Tianjin, People's Republic of China.
Anran JingClinical School of Thoracic, Tianjin Medical University, Tianjin, People's Republic of China.
Yan ZhangTianjin Union Medical Center, Tianjin Medical University, Tianjin, 300122, People's Republic of China.
Liuying ZhengDepartment of Cardiology, Tianjin Chest Hospital, Tianjin, People's Republic of China.
Ting LiDepartment of Cardiology, Tianjin Chest Hospital, Tianjin, People's Republic of China.
Tianxu HaoClinical School of Thoracic, Tianjin Medical University, Tianjin, People's Republic of China.
Jiachun LangClinical School of Thoracic, Tianjin Medical University, Tianjin, People's Republic of China.
Zhihao GuoClinical School of Thoracic, Tianjin Medical University, Tianjin, People's Republic of China.
Hongliang CongClinical School of Thoracic, Tianjin Medical University, Tianjin, People's Republic of China.
Yingyi ZhangClinical School of Thoracic, Tianjin Medical University, Tianjin, People's Republic of China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: The triglyceride-glucose (TyG) index is a reliable marker of insulin resistance, and the atherogenic index of plasma (AIP) reflects atherosclerosis. However, the relationship between these biomarkers-particularly AIP-and coronary microvascular dysfunction (CMD) in hypertensive patients has not been systematically studied. This study investigates the association between TyG, AIP, and CMD in hypertensive individuals. Methods: We included 155 hypertensive patients with coronary anatomy confirmed by coronary angiography (CAG) or computed tomography angiography (CTA) within six months of SPECT imaging. CMD was diagnosed with a summed stress score (SSS) ≥4 and a summed difference score (SDS) ≥2. Patients were stratified into tertiles by TyG index and AIP. Logistic regression, adjusted for traditional cardiovascular risk factors, was used to explore the relationship with CMD. The predictive value of TyG and AIP was assessed using receiver operating characteristic (ROC) curves, and decision curve analysis (DCA) evaluated their clinical benefit. Results: Logistic regression revealed that both TyG and AIP were independently associated with coronary artery disease (CAD) (P<0.05 for both). The area under the ROC curve (AUC) for TyG, AIP, and their combined predictive capacity for CMD was 0.744, 0.707, and 0.748, respectively (P<0.001 for all). The optimal cutoff values for TyG and AIP were 7.012 and 0.5175, respectively. Combining both biomarkers enhanced clinical decision-making and patient benefit. Conclusion: Higher levels of TyG and AIP are significantly associated with an increased risk of CMD in hypertensive patients. Both biomarkers exhibit strong predictive value, with AIP showing greater specificity and TyG higher sensitivity. Their combined use can improve clinical decision-making and patient outcomes.

Indexed as

atherogenic index of plasmacoronary microvascular dysfunctionhypertensiontriglyceride-glucose index

Identifiers

PMID40226440
PMCPMC11992995

What Socratic holds

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.